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Technical deep dives on vibe code rescue, AI integration for SaaS, and production-grade engineering. No fluff.
Everyone wants AI in their product. Nobody talks about what it actually costs. Here's the real pricing breakdown — from hiring full-time to using a productized studio.
We reviewed 3 backends built entirely with Cursor, Bolt, and Lovable. All 3 had critical security vulnerabilities. Here's the teardown.
80% of AI projects never make it to production. The problem isn't the technology — it's how companies approach integration. Here's what the 20% do differently.
Your SaaS is sitting on thousands of documents and conversations. RAG turns that data into an AI feature your users actually want. Here's the complete breakdown.
We've seen 8 Bolt.new + Supabase apps this year. 7 had RLS policies that didn't actually protect user data. Here's the 5-minute security check.
A B2B SaaS burning $12K/mo on manual triage. We replaced 80% of the work with an AI agent in 4 weeks. $340/mo in API costs. 94% accuracy.
An AI engineer costs $190K-$300K/yr in the US. But do you actually need one full-time? Here's the honest cost comparison and decision framework.
If you built your Next.js app with Cursor and your users are stuck in infinite auth redirects, you're not alone. Here are the 5 most common bugs and how to fix them.
After shipping AI features for multiple B2B SaaS products, here's the stack we've standardized on — and why we chose every piece.
A founder shipped an MVP with Cursor in 2 weeks. It got traction. Then it started breaking. Here's how we rescued it and made it production-grade.